Diurnal Profile

The following shows the daily heat emission profile of a typical summer day and a typical winter day

## Reading layer `wrf-grids-origin' from data source 
##   `/Users/yujiex/Dropbox/workLBNL/EESA/code/im3-wrf/high res grid for reporting/wrf-grids-origin.geojson' 
##   using driver `GeoJSON'
## Simple feature collection with 130176 features and 4 fields
## Geometry type: POLYGON
## Dimension:     XY
## Bounding box:  xmin: -119.0324 ymin: 33.09492 xmax: -116.8525 ymax: 34.76695
## CRS:           4326

The following are the definition of heat emission components.

variable EnergyPlus output
emission.exfiltration Environment:Site Total Zone Exfiltration Heat Loss [W/m2](Hourly)
emission.exhaust Environment:Site Total Zone Exhaust Air Heat Loss [W/m2](Hourly)
emission.ref SimHVAC:Air System Relief Air Total Heat Loss Energy [W/m2](Hourly)
emission.rej SimHVAC:HVAC System Total Heat Rejection Energy [W/m2](Hourly)
emission.surf Environment:Site Total Surface Heat Emission to Air [W/m2](Hourly)

The following shows the daily heat emission in the original scale. We can see a lot of large outliers. This indicates a large variability across different grid cells (12km x 12km).

The following zooms to the non-outlier part.

The following plot shows the daily heat emission by different component and time of day for a typical summer day (7/15) and a typical winter day (1/15). Surface heat emission is dominating and is much larger than other components

The following zooms to the non-outlier part. Surface heat emission is the major component.

Diurnal profile for different months

Each data point in the following plot is the heat emission of a grid cell (or census tract) during a specific hour of day, averaged across a particular month. It compares the diurnal profile of the total heat emission and several heat emission sources.

The following zooms to the non-outlier part.

The following plot shows the hourly average heat emission for each heat emission component and for each month

The following zooms to the non-outlier part.

The following shows the non-surface components

The following plot shows the average hourly heat emission further averaged across different grids or census tracts

The following plot shows the average hourly heat emission of each component further averaged across different grids or census tracts

The following shows the non-surface component.

Spatial distribution

The following plot shows the total heat emission across grid cells at 2pm and 10pm for summer and winter and for weekday and weekend.

## Reading layer `la-county-boundary' from data source 
##   `/Users/yujiex/Dropbox/workLBNL/EESA/code/im3-wrf/domain/la-county-boundary.geojson' 
##   using driver `GeoJSON'
## Simple feature collection with 7 features and 17 fields
## Geometry type: MULTIPOLYGON
## Dimension:     XY
## Bounding box:  xmin: -118.9446 ymin: 32.79521 xmax: -117.6464 ymax: 34.8233
## CRS:           4326

The following shows the surface component

The following plot shows the HVAC rejection component. HVAC rejection have less day-night difference than building surface heat rejection.